Utilizing passage-level relevance and kernel pooling for enhancing BERT-based document reranking.
Min PanShuting ZhouTeng LiYu LiuQuanli PeiAngela J. HuangJimmy X. HuangPublished in: Comput. Intell. (2024)
Keyphrases
- ranked list
- information retrieval
- document retrieval
- document level
- passage retrieval
- structured document retrieval
- maximal marginal relevance
- document ranking
- relevant documents
- query terms
- kernel methods
- retrieval systems
- question answering
- kernel function
- feature space
- language model
- relevance ranking
- document collections
- image search
- retrieved documents
- relevance model
- relevant content
- support vector
- search engine
- keywords
- relevance scores
- relevance feedback
- retrieval effectiveness
- text documents